Dataset statistics
| Number of variables | 63 |
|---|---|
| Number of observations | 266 |
| Missing cells | 11532 |
| Missing cells (%) | 68.8% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 160.5 KiB |
| Average record size in memory | 617.9 B |
Variable types
| Categorical | 2 |
|---|---|
| Unsupported | 41 |
| Numeric | 20 |
Country Name has a high cardinality: 266 distinct values | High cardinality |
Country Code has a high cardinality: 266 distinct values | High cardinality |
2000 is highly correlated with 2001 and 18 other fields | High correlation |
2001 is highly correlated with 2000 and 18 other fields | High correlation |
2002 is highly correlated with 2000 and 18 other fields | High correlation |
2003 is highly correlated with 2000 and 18 other fields | High correlation |
2004 is highly correlated with 2000 and 18 other fields | High correlation |
2005 is highly correlated with 2000 and 18 other fields | High correlation |
2006 is highly correlated with 2000 and 18 other fields | High correlation |
2007 is highly correlated with 2000 and 18 other fields | High correlation |
2008 is highly correlated with 2000 and 18 other fields | High correlation |
2009 is highly correlated with 2000 and 18 other fields | High correlation |
2010 is highly correlated with 2000 and 18 other fields | High correlation |
2011 is highly correlated with 2000 and 18 other fields | High correlation |
2012 is highly correlated with 2000 and 18 other fields | High correlation |
2013 is highly correlated with 2000 and 18 other fields | High correlation |
2014 is highly correlated with 2000 and 18 other fields | High correlation |
2015 is highly correlated with 2000 and 18 other fields | High correlation |
2016 is highly correlated with 2000 and 18 other fields | High correlation |
2017 is highly correlated with 2000 and 18 other fields | High correlation |
2018 is highly correlated with 2000 and 18 other fields | High correlation |
2019 is highly correlated with 2000 and 18 other fields | High correlation |
2000 is highly correlated with 2001 and 18 other fields | High correlation |
2001 is highly correlated with 2000 and 18 other fields | High correlation |
2002 is highly correlated with 2000 and 18 other fields | High correlation |
2003 is highly correlated with 2000 and 18 other fields | High correlation |
2004 is highly correlated with 2000 and 18 other fields | High correlation |
2005 is highly correlated with 2000 and 18 other fields | High correlation |
2006 is highly correlated with 2000 and 18 other fields | High correlation |
2007 is highly correlated with 2000 and 18 other fields | High correlation |
2008 is highly correlated with 2000 and 18 other fields | High correlation |
2009 is highly correlated with 2000 and 18 other fields | High correlation |
2010 is highly correlated with 2000 and 18 other fields | High correlation |
2011 is highly correlated with 2000 and 18 other fields | High correlation |
2012 is highly correlated with 2000 and 18 other fields | High correlation |
2013 is highly correlated with 2000 and 18 other fields | High correlation |
2014 is highly correlated with 2000 and 18 other fields | High correlation |
2015 is highly correlated with 2000 and 18 other fields | High correlation |
2016 is highly correlated with 2000 and 18 other fields | High correlation |
2017 is highly correlated with 2000 and 18 other fields | High correlation |
2018 is highly correlated with 2000 and 18 other fields | High correlation |
2019 is highly correlated with 2000 and 18 other fields | High correlation |
2000 is highly correlated with 2001 and 18 other fields | High correlation |
2001 is highly correlated with 2000 and 18 other fields | High correlation |
2002 is highly correlated with 2000 and 18 other fields | High correlation |
2003 is highly correlated with 2000 and 18 other fields | High correlation |
2004 is highly correlated with 2000 and 18 other fields | High correlation |
2005 is highly correlated with 2000 and 18 other fields | High correlation |
2006 is highly correlated with 2000 and 18 other fields | High correlation |
2007 is highly correlated with 2000 and 18 other fields | High correlation |
2008 is highly correlated with 2000 and 18 other fields | High correlation |
2009 is highly correlated with 2000 and 18 other fields | High correlation |
2010 is highly correlated with 2000 and 18 other fields | High correlation |
2011 is highly correlated with 2000 and 18 other fields | High correlation |
2012 is highly correlated with 2000 and 18 other fields | High correlation |
2013 is highly correlated with 2000 and 18 other fields | High correlation |
2014 is highly correlated with 2000 and 18 other fields | High correlation |
2015 is highly correlated with 2000 and 18 other fields | High correlation |
2016 is highly correlated with 2000 and 18 other fields | High correlation |
2017 is highly correlated with 2000 and 18 other fields | High correlation |
2018 is highly correlated with 2000 and 18 other fields | High correlation |
2019 is highly correlated with 2000 and 18 other fields | High correlation |
2000 is highly correlated with 2001 and 18 other fields | High correlation |
2001 is highly correlated with 2000 and 18 other fields | High correlation |
2002 is highly correlated with 2000 and 18 other fields | High correlation |
2003 is highly correlated with 2000 and 18 other fields | High correlation |
2004 is highly correlated with 2000 and 18 other fields | High correlation |
2005 is highly correlated with 2000 and 18 other fields | High correlation |
2006 is highly correlated with 2000 and 18 other fields | High correlation |
2007 is highly correlated with 2000 and 18 other fields | High correlation |
2008 is highly correlated with 2000 and 18 other fields | High correlation |
2009 is highly correlated with 2000 and 18 other fields | High correlation |
2010 is highly correlated with 2000 and 18 other fields | High correlation |
2011 is highly correlated with 2000 and 18 other fields | High correlation |
2012 is highly correlated with 2000 and 18 other fields | High correlation |
2013 is highly correlated with 2000 and 18 other fields | High correlation |
2014 is highly correlated with 2000 and 18 other fields | High correlation |
2015 is highly correlated with 2000 and 18 other fields | High correlation |
2016 is highly correlated with 2000 and 18 other fields | High correlation |
2017 is highly correlated with 2000 and 18 other fields | High correlation |
2018 is highly correlated with 2000 and 18 other fields | High correlation |
2019 is highly correlated with 2000 and 18 other fields | High correlation |
1960 has 266 (100.0%) missing values | Missing |
1961 has 266 (100.0%) missing values | Missing |
1962 has 266 (100.0%) missing values | Missing |
1963 has 266 (100.0%) missing values | Missing |
1964 has 266 (100.0%) missing values | Missing |
1965 has 266 (100.0%) missing values | Missing |
1966 has 266 (100.0%) missing values | Missing |
1967 has 266 (100.0%) missing values | Missing |
1968 has 266 (100.0%) missing values | Missing |
1969 has 266 (100.0%) missing values | Missing |
1970 has 266 (100.0%) missing values | Missing |
1971 has 266 (100.0%) missing values | Missing |
1972 has 266 (100.0%) missing values | Missing |
1973 has 266 (100.0%) missing values | Missing |
1974 has 266 (100.0%) missing values | Missing |
1975 has 266 (100.0%) missing values | Missing |
1976 has 266 (100.0%) missing values | Missing |
1977 has 266 (100.0%) missing values | Missing |
1978 has 266 (100.0%) missing values | Missing |
1979 has 266 (100.0%) missing values | Missing |
1980 has 266 (100.0%) missing values | Missing |
1981 has 266 (100.0%) missing values | Missing |
1982 has 266 (100.0%) missing values | Missing |
1983 has 266 (100.0%) missing values | Missing |
1984 has 266 (100.0%) missing values | Missing |
1985 has 266 (100.0%) missing values | Missing |
1986 has 266 (100.0%) missing values | Missing |
1987 has 266 (100.0%) missing values | Missing |
1988 has 266 (100.0%) missing values | Missing |
1989 has 266 (100.0%) missing values | Missing |
1990 has 266 (100.0%) missing values | Missing |
1991 has 266 (100.0%) missing values | Missing |
1992 has 266 (100.0%) missing values | Missing |
1993 has 266 (100.0%) missing values | Missing |
1994 has 266 (100.0%) missing values | Missing |
1995 has 266 (100.0%) missing values | Missing |
1996 has 266 (100.0%) missing values | Missing |
1997 has 266 (100.0%) missing values | Missing |
1998 has 266 (100.0%) missing values | Missing |
1999 has 266 (100.0%) missing values | Missing |
2000 has 34 (12.8%) missing values | Missing |
2001 has 34 (12.8%) missing values | Missing |
2002 has 33 (12.4%) missing values | Missing |
2003 has 31 (11.7%) missing values | Missing |
2004 has 31 (11.7%) missing values | Missing |
2005 has 31 (11.7%) missing values | Missing |
2006 has 31 (11.7%) missing values | Missing |
2007 has 31 (11.7%) missing values | Missing |
2008 has 31 (11.7%) missing values | Missing |
2009 has 31 (11.7%) missing values | Missing |
2010 has 30 (11.3%) missing values | Missing |
2011 has 29 (10.9%) missing values | Missing |
2012 has 30 (11.3%) missing values | Missing |
2013 has 31 (11.7%) missing values | Missing |
2014 has 31 (11.7%) missing values | Missing |
2015 has 31 (11.7%) missing values | Missing |
2016 has 32 (12.0%) missing values | Missing |
2017 has 31 (11.7%) missing values | Missing |
2018 has 31 (11.7%) missing values | Missing |
2019 has 32 (12.0%) missing values | Missing |
2020 has 266 (100.0%) missing values | Missing |
Country Name is uniformly distributed | Uniform |
Country Code is uniformly distributed | Uniform |
Country Name has unique values | Unique |
Country Code has unique values | Unique |
1960 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1961 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1962 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1963 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1964 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1965 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1966 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1967 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1968 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1969 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1970 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1971 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1972 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1973 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1974 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1975 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1976 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1977 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1978 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1979 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1980 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1981 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1982 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1983 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1984 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1985 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1986 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1987 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1988 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1989 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1990 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1991 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1992 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1993 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1994 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1995 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1996 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1997 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1998 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1999 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
2020 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
| Analysis started | 2022-04-02 19:30:36.896156 |
|---|---|
| Analysis finished | 2022-04-02 19:31:19.137369 |
| Duration | 42.24 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 266 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.2 KiB |
| Aruba | 1 |
|---|---|
| Oman | 1 |
| Malawi | 1 |
| Malaysia | 1 |
| North America | 1 |
| Other values (261) |
Length
| Max length | 52 |
|---|---|
| Median length | 9 |
| Mean length | 12.40225564 |
| Min length | 4 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 266 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | Aruba |
|---|---|
| 2nd row | Africa Eastern and Southern |
| 3rd row | Afghanistan |
| 4th row | Africa Western and Central |
| 5th row | Angola |
Common Values
| Value | Count | Frequency (%) |
| Aruba | 1 | 0.4% |
| Oman | 1 | 0.4% |
| Malawi | 1 | 0.4% |
| Malaysia | 1 | 0.4% |
| North America | 1 | 0.4% |
| Namibia | 1 | 0.4% |
| New Caledonia | 1 | 0.4% |
| Niger | 1 | 0.4% |
| Nigeria | 1 | 0.4% |
| Nicaragua | 1 | 0.4% |
| Other values (256) | 256 |
Length
| Value | Count | Frequency (%) |
| 20 | 4.0% | |
| and | 12 | 2.4% |
| income | 11 | 2.2% |
| ida | 10 | 2.0% |
| islands | 9 | 1.8% |
| africa | 9 | 1.8% |
| ibrd | 8 | 1.6% |
| asia | 8 | 1.6% |
| countries | 7 | 1.4% |
| rep | 7 | 1.4% |
| Other values (310) | 404 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 266 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.7 KiB |
| ABW | 1 |
|---|---|
| OMN | 1 |
| MWI | 1 |
| MYS | 1 |
| NAC | 1 |
| Other values (261) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 266 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | ABW |
|---|---|
| 2nd row | AFE |
| 3rd row | AFG |
| 4th row | AFW |
| 5th row | AGO |
Common Values
| Value | Count | Frequency (%) |
| ABW | 1 | 0.4% |
| OMN | 1 | 0.4% |
| MWI | 1 | 0.4% |
| MYS | 1 | 0.4% |
| NAC | 1 | 0.4% |
| NAM | 1 | 0.4% |
| NCL | 1 | 0.4% |
| NER | 1 | 0.4% |
| NGA | 1 | 0.4% |
| NIC | 1 | 0.4% |
| Other values (256) | 256 |
Length
| Value | Count | Frequency (%) |
| abw | 1 | 0.4% |
| aut | 1 | 0.4% |
| btn | 1 | 0.4% |
| brn | 1 | 0.4% |
| afg | 1 | 0.4% |
| afw | 1 | 0.4% |
| ago | 1 | 0.4% |
| alb | 1 | 0.4% |
| and | 1 | 0.4% |
| arb | 1 | 0.4% |
| Other values (256) | 256 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 229 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 34 |
| Missing (%) | 12.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.600017169 |
| Minimum | 1.50500607 |
|---|---|
| Maximum | 24.24389076 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 1.50500607 |
|---|---|
| 5-th percentile | 2.322820738 |
| Q1 | 3.97346574 |
| median | 5.044725002 |
| Q3 | 6.787343145 |
| 95-th percentile | 9.490320152 |
| Maximum | 24.24389076 |
| Range | 22.73888469 |
| Interquartile range (IQR) | 2.813877405 |
Descriptive statistics
| Standard deviation | 2.732381772 |
|---|---|
| Coefficient of variation (CV) | 0.4879238205 |
| Kurtosis | 12.29209238 |
| Mean | 5.600017169 |
| Median Absolute Deviation (MAD) | 1.403023141 |
| Skewness | 2.521380574 |
| Sum | 1299.203983 |
| Variance | 7.465910147 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.403556064 | 2 | 0.8% |
| 3.718784861 | 2 | 0.8% |
| 4.722068635 | 2 | 0.8% |
| 4.86163425 | 1 | 0.4% |
| 3.12598538 | 1 | 0.4% |
| 2.89581966 | 1 | 0.4% |
| 2.7561748 | 1 | 0.4% |
| 2.51463366 | 1 | 0.4% |
| 12.19742719 | 1 | 0.4% |
| 9.63792515 | 1 | 0.4% |
| Other values (219) | 219 | |
| (Missing) | 34 | 12.8% |
| Value | Count | Frequency (%) |
| 1.50500607 | 1 | |
| 1.55040038 | 1 | |
| 1.73622334 | 1 | |
| 1.85297656 | 1 | |
| 1.90859938 | 1 | |
| 1.97258496 | 1 | |
| 1.99549341 | 1 | |
| 2.0184176 | 1 | |
| 2.07144356 | 1 | |
| 2.14653134 | 1 |
| Value | Count | Frequency (%) |
| 24.24389076 | 1 | |
| 19.04625702 | 1 | |
| 18.12374687 | 1 | |
| 12.48431969 | 1 | |
| 12.19742719 | 1 | |
| 11.51732922 | 1 | |
| 10.83297443 | 1 | |
| 10.51090622 | 1 | |
| 9.8881979 | 1 | |
| 9.63792515 | 1 |
| Distinct | 230 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 34 |
| Missing (%) | 12.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.718457953 |
| Minimum | 1.76396823 |
|---|---|
| Maximum | 19.18874931 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 1.76396823 |
|---|---|
| 5-th percentile | 2.692598012 |
| Q1 | 4.047383308 |
| median | 5.184109662 |
| Q3 | 6.986538175 |
| 95-th percentile | 9.872311741 |
| Maximum | 19.18874931 |
| Range | 17.42478108 |
| Interquartile range (IQR) | 2.939154867 |
Descriptive statistics
| Standard deviation | 2.52036784 |
|---|---|
| Coefficient of variation (CV) | 0.4407425674 |
| Kurtosis | 4.864998956 |
| Mean | 5.718457953 |
| Median Absolute Deviation (MAD) | 1.366346703 |
| Skewness | 1.637460871 |
| Sum | 1326.682245 |
| Variance | 6.35225405 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.405044184 | 2 | 0.8% |
| 5.110719911 | 2 | 0.8% |
| 5.66721439 | 1 | 0.4% |
| 2.3006382 | 1 | 0.4% |
| 3.57184672 | 1 | 0.4% |
| 2.96084642 | 1 | 0.4% |
| 2.38508582 | 1 | 0.4% |
| 2.6753974 | 1 | 0.4% |
| 12.86734885 | 1 | 0.4% |
| 9.53211975 | 1 | 0.4% |
| Other values (220) | 220 | |
| (Missing) | 34 | 12.8% |
| Value | Count | Frequency (%) |
| 1.76396823 | 1 | |
| 2.06375051 | 1 | |
| 2.1185019 | 1 | |
| 2.14881921 | 1 | |
| 2.18529677 | 1 | |
| 2.20352745 | 1 | |
| 2.3006382 | 1 | |
| 2.3197093 | 1 | |
| 2.38508582 | 1 | |
| 2.48437047 | 1 |
| Value | Count | Frequency (%) |
| 19.18874931 | 1 | |
| 16.35200119 | 1 | |
| 15.50226688 | 1 | |
| 13.16362572 | 1 | |
| 12.86734885 | 1 | |
| 12.32934475 | 1 | |
| 10.97251225 | 1 | |
| 10.83180332 | 1 | |
| 10.56592274 | 1 | |
| 10.07365033 | 1 |
| Distinct | 230 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 33 |
| Missing (%) | 12.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.808135934 |
| Minimum | 1.70167685 |
|---|---|
| Maximum | 14.37911701 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 1.70167685 |
|---|---|
| 5-th percentile | 2.69813137 |
| Q1 | 4.1731143 |
| median | 5.142166658 |
| Q3 | 7.13073444 |
| 95-th percentile | 10.13643436 |
| Maximum | 14.37911701 |
| Range | 12.67744016 |
| Interquartile range (IQR) | 2.95762014 |
Descriptive statistics
| Standard deviation | 2.412563744 |
|---|---|
| Coefficient of variation (CV) | 0.4153765978 |
| Kurtosis | 1.098458792 |
| Mean | 5.808135934 |
| Median Absolute Deviation (MAD) | 1.392670379 |
| Skewness | 1.006018953 |
| Sum | 1353.295673 |
| Variance | 5.820463817 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.904038682 | 2 | 0.8% |
| 3.94661682 | 2 | 0.8% |
| 5.006813801 | 2 | 0.8% |
| 5.38443518 | 1 | 0.4% |
| 3.92991233 | 1 | 0.4% |
| 3.23190355 | 1 | 0.4% |
| 3.77586961 | 1 | 0.4% |
| 2.66876554 | 1 | 0.4% |
| 13.64856715 | 1 | 0.4% |
| 9.73386574 | 1 | 0.4% |
| Other values (220) | 220 | |
| (Missing) | 33 | 12.4% |
| Value | Count | Frequency (%) |
| 1.70167685 | 1 | |
| 1.79035473 | 1 | |
| 1.98062718 | 1 | |
| 2.25972915 | 1 | |
| 2.34720826 | 1 | |
| 2.46044087 | 1 | |
| 2.49064016 | 1 | |
| 2.53798175 | 1 | |
| 2.57854128 | 1 | |
| 2.63767314 | 1 |
| Value | Count | Frequency (%) |
| 14.37911701 | 1 | |
| 13.98185062 | 1 | |
| 13.64856715 | 1 | |
| 13.28484821 | 1 | |
| 13.1944294 | 1 | |
| 11.9012785 | 1 | |
| 11.42102432 | 1 | |
| 10.66279221 | 1 | |
| 10.51692813 | 1 | |
| 10.34563147 | 1 |
| Distinct | 232 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 31 |
| Missing (%) | 11.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.897739867 |
| Minimum | 1.91852152 |
|---|---|
| Maximum | 15.41858196 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 1.91852152 |
|---|---|
| 5-th percentile | 2.811258726 |
| Q1 | 4.18521261 |
| median | 5.34231567 |
| Q3 | 7.184684755 |
| 95-th percentile | 10.09079609 |
| Maximum | 15.41858196 |
| Range | 13.50006044 |
| Interquartile range (IQR) | 2.999472145 |
Descriptive statistics
| Standard deviation | 2.407513055 |
|---|---|
| Coefficient of variation (CV) | 0.4082094344 |
| Kurtosis | 1.612005002 |
| Mean | 5.897739867 |
| Median Absolute Deviation (MAD) | 1.36545801 |
| Skewness | 1.079688437 |
| Sum | 1385.968869 |
| Variance | 5.79611911 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.898596736 | 2 | 0.8% |
| 3.721258296 | 2 | 0.8% |
| 5.005820966 | 2 | 0.8% |
| 5.23676491 | 1 | 0.4% |
| 9.53113365 | 1 | 0.4% |
| 4.67483664 | 1 | 0.4% |
| 2.92417097 | 1 | 0.4% |
| 14.10082643 | 1 | 0.4% |
| 9.87848473 | 1 | 0.4% |
| 4.77954054 | 1 | 0.4% |
| Other values (222) | 222 | |
| (Missing) | 31 | 11.7% |
| Value | Count | Frequency (%) |
| 1.91852152 | 1 | |
| 1.97840834 | 1 | |
| 2.08464146 | 1 | |
| 2.24837184 | 1 | |
| 2.30958843 | 1 | |
| 2.38126588 | 1 | |
| 2.43137884 | 1 | |
| 2.45314884 | 1 | |
| 2.60610533 | 1 | |
| 2.64634395 | 1 |
| Value | Count | Frequency (%) |
| 15.41858196 | 1 | |
| 14.49863911 | 1 | |
| 14.33015633 | 1 | |
| 14.10082643 | 1 | |
| 12.6178236 | 1 | |
| 10.82905197 | 1 | |
| 10.69937026 | 1 | |
| 10.66935253 | 1 | |
| 10.51570161 | 1 | |
| 10.47367024 | 1 |
| Distinct | 232 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 31 |
| Missing (%) | 11.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.950361639 |
| Minimum | 1.66348076 |
|---|---|
| Maximum | 17.25741196 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 1.66348076 |
|---|---|
| 5-th percentile | 2.739575909 |
| Q1 | 4.290606735 |
| median | 5.34494877 |
| Q3 | 7.412343505 |
| 95-th percentile | 10.26537208 |
| Maximum | 17.25741196 |
| Range | 15.5939312 |
| Interquartile range (IQR) | 3.12173677 |
Descriptive statistics
| Standard deviation | 2.460311273 |
|---|---|
| Coefficient of variation (CV) | 0.4134725621 |
| Kurtosis | 1.946159558 |
| Mean | 5.950361639 |
| Median Absolute Deviation (MAD) | 1.43661833 |
| Skewness | 1.109953499 |
| Sum | 1398.334985 |
| Variance | 6.053131558 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.873019531 | 2 | 0.8% |
| 3.697414549 | 2 | 0.8% |
| 4.785708793 | 2 | 0.8% |
| 4.76429749 | 1 | 0.4% |
| 6.57316685 | 1 | 0.4% |
| 5.73337364 | 1 | 0.4% |
| 2.86016941 | 1 | 0.4% |
| 14.16611571 | 1 | 0.4% |
| 10.18727589 | 1 | 0.4% |
| 5.01117468 | 1 | 0.4% |
| Other values (222) | 222 | |
| (Missing) | 31 | 11.7% |
| Value | Count | Frequency (%) |
| 1.66348076 | 1 | |
| 1.92152369 | 1 | |
| 2.12002277 | 1 | |
| 2.1265049 | 1 | |
| 2.31822205 | 1 | |
| 2.33950281 | 1 | |
| 2.3472271 | 1 | |
| 2.35702443 | 1 | |
| 2.46204352 | 1 | |
| 2.5552268 | 1 |
| Value | Count | Frequency (%) |
| 17.25741196 | 1 | |
| 14.59480953 | 1 | |
| 14.16611571 | 1 | |
| 12.42028809 | 1 | |
| 12.02715683 | 1 | |
| 11.86979675 | 1 | |
| 10.96055317 | 1 | |
| 10.67580549 | 1 | |
| 10.57751369 | 1 | |
| 10.56772137 | 1 |
| Distinct | 232 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 31 |
| Missing (%) | 11.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.989091494 |
| Minimum | 1.49993956 |
|---|---|
| Maximum | 21.95516396 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 1.49993956 |
|---|---|
| 5-th percentile | 2.579898692 |
| Q1 | 4.12193084 |
| median | 5.28044796 |
| Q3 | 7.652010205 |
| 95-th percentile | 10.30734091 |
| Maximum | 21.95516396 |
| Range | 20.4552244 |
| Interquartile range (IQR) | 3.530079365 |
Descriptive statistics
| Standard deviation | 2.711046074 |
|---|---|
| Coefficient of variation (CV) | 0.4526639937 |
| Kurtosis | 5.73340533 |
| Mean | 5.989091494 |
| Median Absolute Deviation (MAD) | 1.448289233 |
| Skewness | 1.642886512 |
| Sum | 1407.436501 |
| Variance | 7.349770816 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.658781678 | 2 | 0.8% |
| 3.624796898 | 2 | 0.8% |
| 4.574039626 | 2 | 0.8% |
| 4.8572278 | 1 | 0.4% |
| 10.30554104 | 1 | 0.4% |
| 6.05505085 | 1 | 0.4% |
| 2.78692698 | 1 | 0.4% |
| 14.14523482 | 1 | 0.4% |
| 10.19230366 | 1 | 0.4% |
| 5.67636585 | 1 | 0.4% |
| Other values (222) | 222 | |
| (Missing) | 31 | 11.7% |
| Value | Count | Frequency (%) |
| 1.49993956 | 1 | |
| 1.71774054 | 1 | |
| 2.01313829 | 1 | |
| 2.11639619 | 1 | |
| 2.23678851 | 1 | |
| 2.26107669 | 1 | |
| 2.32019687 | 1 | |
| 2.3303194 | 1 | |
| 2.41363597 | 1 | |
| 2.44874048 | 1 |
| Value | Count | Frequency (%) |
| 21.95516396 | 1 | |
| 17.73306656 | 1 | |
| 14.60504532 | 1 | |
| 14.14523482 | 1 | |
| 11.51630402 | 1 | |
| 11.50768661 | 1 | |
| 11.35907459 | 1 | |
| 11.03772926 | 1 | |
| 10.7510811 | 1 | |
| 10.51461352 | 1 |
| Distinct | 232 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 31 |
| Missing (%) | 11.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.952669194 |
| Minimum | 1.51855373 |
|---|---|
| Maximum | 22.0241642 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 1.51855373 |
|---|---|
| 5-th percentile | 2.46687832 |
| Q1 | 4.181100845 |
| median | 5.29366922 |
| Q3 | 7.717545275 |
| 95-th percentile | 10.43912849 |
| Maximum | 22.0241642 |
| Range | 20.50561047 |
| Interquartile range (IQR) | 3.53644443 |
Descriptive statistics
| Standard deviation | 2.653361974 |
|---|---|
| Coefficient of variation (CV) | 0.4457432266 |
| Kurtosis | 5.384325411 |
| Mean | 5.952669194 |
| Median Absolute Deviation (MAD) | 1.566589054 |
| Skewness | 1.504298441 |
| Sum | 1398.877261 |
| Variance | 7.040329764 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.517636077 | 2 | 0.8% |
| 3.548161365 | 2 | 0.8% |
| 4.477838066 | 2 | 0.8% |
| 5.12402296 | 1 | 0.4% |
| 12.41761684 | 1 | 0.4% |
| 6.91642094 | 1 | 0.4% |
| 3.10897732 | 1 | 0.4% |
| 14.24967909 | 1 | 0.4% |
| 10.13995361 | 1 | 0.4% |
| 5.80891418 | 1 | 0.4% |
| Other values (222) | 222 | |
| (Missing) | 31 | 11.7% |
| Value | Count | Frequency (%) |
| 1.51855373 | 1 | |
| 1.7086128 | 1 | |
| 1.82130992 | 1 | |
| 1.91712439 | 1 | |
| 2.01949477 | 1 | |
| 2.06678391 | 1 | |
| 2.25168705 | 1 | |
| 2.28806424 | 1 | |
| 2.31092191 | 1 | |
| 2.3254137 | 1 |
| Value | Count | Frequency (%) |
| 22.0241642 | 1 | |
| 14.71834183 | 1 | |
| 14.24967909 | 1 | |
| 13.37901974 | 1 | |
| 12.41761684 | 1 | |
| 11.57650661 | 1 | |
| 10.83397876 | 1 | |
| 10.74129105 | 1 | |
| 10.62276554 | 1 | |
| 10.56675983 | 1 |
| Distinct | 232 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 31 |
| Missing (%) | 11.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.957853897 |
| Minimum | 1.57114804 |
|---|---|
| Maximum | 24.23068047 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 1.57114804 |
|---|---|
| 5-th percentile | 2.56368072 |
| Q1 | 4.122161865 |
| median | 5.28883219 |
| Q3 | 7.574843645 |
| 95-th percentile | 10.62147255 |
| Maximum | 24.23068047 |
| Range | 22.65953243 |
| Interquartile range (IQR) | 3.45268178 |
Descriptive statistics
| Standard deviation | 2.801977973 |
|---|---|
| Coefficient of variation (CV) | 0.4702998801 |
| Kurtosis | 8.322185993 |
| Mean | 5.957853897 |
| Median Absolute Deviation (MAD) | 1.5929017 |
| Skewness | 1.964344755 |
| Sum | 1400.095666 |
| Variance | 7.851080564 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.394761656 | 2 | 0.8% |
| 3.486505088 | 2 | 0.8% |
| 4.494638424 | 2 | 0.8% |
| 5.52015734 | 1 | 0.4% |
| 24.23068047 | 1 | 0.4% |
| 7.66315603 | 1 | 0.4% |
| 3.07041144 | 1 | 0.4% |
| 14.43196874 | 1 | 0.4% |
| 10.71633053 | 1 | 0.4% |
| 5.38838816 | 1 | 0.4% |
| Other values (222) | 222 | |
| (Missing) | 31 | 11.7% |
| Value | Count | Frequency (%) |
| 1.57114804 | 1 | |
| 1.78815055 | 1 | |
| 1.90200078 | 1 | |
| 1.92673659 | 1 | |
| 1.96159506 | 1 | |
| 1.99021435 | 1 | |
| 2.02357221 | 1 | |
| 2.07008052 | 1 | |
| 2.42102098 | 1 | |
| 2.4257648 | 1 |
| Value | Count | Frequency (%) |
| 24.23068047 | 1 | |
| 18.06703949 | 1 | |
| 14.93882084 | 1 | |
| 14.43196874 | 1 | |
| 11.35285187 | 1 | |
| 11.2719593 | 1 | |
| 11.0585041 | 1 | |
| 11.02066803 | 1 | |
| 10.96749115 | 1 | |
| 10.83226035 | 1 |
| Distinct | 232 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 31 |
| Missing (%) | 11.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.010766469 |
| Minimum | 1.63775349 |
|---|---|
| Maximum | 23.0041008 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 1.63775349 |
|---|---|
| 5-th percentile | 2.609528848 |
| Q1 | 4.001689212 |
| median | 5.30251694 |
| Q3 | 7.715126515 |
| 95-th percentile | 10.72833438 |
| Maximum | 23.0041008 |
| Range | 21.36634731 |
| Interquartile range (IQR) | 3.713437303 |
Descriptive statistics
| Standard deviation | 2.849582862 |
|---|---|
| Coefficient of variation (CV) | 0.4740797829 |
| Kurtosis | 5.717055501 |
| Mean | 6.010766469 |
| Median Absolute Deviation (MAD) | 1.570807056 |
| Skewness | 1.664760891 |
| Sum | 1412.53012 |
| Variance | 8.120122489 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.13825452 | 2 | 0.8% |
| 3.458542382 | 2 | 0.8% |
| 4.506244422 | 2 | 0.8% |
| 5.05127954 | 1 | 0.4% |
| 23.0041008 | 1 | 0.4% |
| 8.59821701 | 1 | 0.4% |
| 3.00692534 | 1 | 0.4% |
| 14.72663082 | 1 | 0.4% |
| 9.91801167 | 1 | 0.4% |
| 5.22303343 | 1 | 0.4% |
| Other values (222) | 222 | |
| (Missing) | 31 | 11.7% |
| Value | Count | Frequency (%) |
| 1.63775349 | 1 | |
| 1.82898772 | 1 | |
| 1.87878013 | 1 | |
| 1.92400312 | 1 | |
| 1.9241817 | 1 | |
| 1.93880892 | 1 | |
| 2.01222706 | 1 | |
| 2.10873079 | 1 | |
| 2.13526058 | 1 | |
| 2.23927021 | 1 |
| Value | Count | Frequency (%) |
| 23.0041008 | 1 | |
| 17.09153557 | 1 | |
| 15.2670145 | 1 | |
| 14.72663082 | 1 | |
| 14.07539082 | 1 | |
| 11.99137974 | 1 | |
| 11.47104168 | 1 | |
| 11.31422806 | 1 | |
| 11.04099184 | 1 | |
| 10.94920063 | 1 |
| Distinct | 232 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 31 |
| Missing (%) | 11.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.382941676 |
| Minimum | 1.84398258 |
|---|---|
| Maximum | 16.42785454 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 1.84398258 |
|---|---|
| 5-th percentile | 2.789614559 |
| Q1 | 4.341473815 |
| median | 5.57050994 |
| Q3 | 8.062856195 |
| 95-th percentile | 11.4027157 |
| Maximum | 16.42785454 |
| Range | 14.58387196 |
| Interquartile range (IQR) | 3.72138238 |
Descriptive statistics
| Standard deviation | 2.78359228 |
|---|---|
| Coefficient of variation (CV) | 0.436098655 |
| Kurtosis | 1.019626648 |
| Mean | 6.382941676 |
| Median Absolute Deviation (MAD) | 1.63867471 |
| Skewness | 1.014799873 |
| Sum | 1499.991294 |
| Variance | 7.74838598 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.57050994 | 2 | 0.8% |
| 3.418765138 | 2 | 0.8% |
| 5.259793075 | 2 | 0.8% |
| 5.23717833 | 1 | 0.4% |
| 12.31575871 | 1 | 0.4% |
| 8.26966286 | 1 | 0.4% |
| 3.2610569 | 1 | 0.4% |
| 15.75428765 | 1 | 0.4% |
| 9.04967022 | 1 | 0.4% |
| 5.33016539 | 1 | 0.4% |
| Other values (222) | 222 | |
| (Missing) | 31 | 11.7% |
| Value | Count | Frequency (%) |
| 1.84398258 | 1 | |
| 2.14222002 | 1 | |
| 2.15950108 | 1 | |
| 2.27634358 | 1 | |
| 2.32937527 | 1 | |
| 2.38356304 | 1 | |
| 2.38892317 | 1 | |
| 2.56097794 | 1 | |
| 2.61331201 | 1 | |
| 2.6137836 | 1 |
| Value | Count | Frequency (%) |
| 16.42785454 | 1 | |
| 16.23350334 | 1 | |
| 15.75428765 | 1 | |
| 14.3572998 | 1 | |
| 13.6766243 | 1 | |
| 13.43940926 | 1 | |
| 12.55259228 | 1 | |
| 12.31575871 | 1 | |
| 12.29053974 | 1 | |
| 11.96397125 | 1 |
| Distinct | 233 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 30 |
| Missing (%) | 11.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.267835427 |
| Minimum | 1.81856561 |
|---|---|
| Maximum | 16.88332939 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 1.81856561 |
|---|---|
| 5-th percentile | 2.680457647 |
| Q1 | 4.248500116 |
| median | 5.468346355 |
| Q3 | 8.062025308 |
| 95-th percentile | 11.12808418 |
| Maximum | 16.88332939 |
| Range | 15.06476378 |
| Interquartile range (IQR) | 3.813525192 |
Descriptive statistics
| Standard deviation | 2.786736017 |
|---|---|
| Coefficient of variation (CV) | 0.4446089961 |
| Kurtosis | 1.329663816 |
| Mean | 6.267835427 |
| Median Absolute Deviation (MAD) | 1.601923465 |
| Skewness | 1.025371812 |
| Sum | 1479.209161 |
| Variance | 7.765897628 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.520018467 | 2 | 0.8% |
| 3.25328983 | 2 | 0.8% |
| 5.111996455 | 2 | 0.8% |
| 5.0379777 | 1 | 0.4% |
| 12.6964016 | 1 | 0.4% |
| 7.24138308 | 1 | 0.4% |
| 3.16474295 | 1 | 0.4% |
| 15.71748794 | 1 | 0.4% |
| 9.72781372 | 1 | 0.4% |
| 5.02160501 | 1 | 0.4% |
| Other values (223) | 223 | |
| (Missing) | 30 | 11.3% |
| Value | Count | Frequency (%) |
| 1.81856561 | 1 | |
| 1.8517288 | 1 | |
| 1.87017775 | 1 | |
| 1.95585954 | 1 | |
| 2.10756016 | 1 | |
| 2.27826118 | 1 | |
| 2.33074474 | 1 | |
| 2.47556782 | 1 | |
| 2.48996663 | 1 | |
| 2.59675789 | 1 |
| Value | Count | Frequency (%) |
| 16.88332939 | 1 | |
| 16.25922203 | 1 | |
| 15.85092354 | 1 | |
| 15.71748794 | 1 | |
| 13.10624504 | 1 | |
| 12.6964016 | 1 | |
| 11.90808652 | 1 | |
| 11.57196122 | 1 | |
| 11.56567476 | 1 | |
| 11.54552078 | 1 |
| Distinct | 234 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 29 |
| Missing (%) | 10.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.201892094 |
| Minimum | 1.55349779 |
|---|---|
| Maximum | 16.1985054 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 1.55349779 |
|---|---|
| 5-th percentile | 2.532980108 |
| Q1 | 4.30527449 |
| median | 5.44272171 |
| Q3 | 7.96692228 |
| 95-th percentile | 10.78611012 |
| Maximum | 16.1985054 |
| Range | 14.64500761 |
| Interquartile range (IQR) | 3.66164779 |
Descriptive statistics
| Standard deviation | 2.760051879 |
|---|---|
| Coefficient of variation (CV) | 0.445033844 |
| Kurtosis | 1.029820788 |
| Mean | 6.201892094 |
| Median Absolute Deviation (MAD) | 1.677080194 |
| Skewness | 0.9375790518 |
| Sum | 1469.848426 |
| Variance | 7.617886374 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.44272171 | 2 | 0.8% |
| 3.206482969 | 2 | 0.8% |
| 5.428921747 | 2 | 0.8% |
| 8.78868103 | 1 | 0.4% |
| 2.47383666 | 1 | 0.4% |
| 4.3078289 | 1 | 0.4% |
| 7.49375153 | 1 | 0.4% |
| 3.31451941 | 1 | 0.4% |
| 15.59872866 | 1 | 0.4% |
| 9.83193302 | 1 | 0.4% |
| Other values (224) | 224 | |
| (Missing) | 29 | 10.9% |
| Value | Count | Frequency (%) |
| 1.55349779 | 1 | |
| 1.59996212 | 1 | |
| 1.75237262 | 1 | |
| 1.86409724 | 1 | |
| 1.92666924 | 1 | |
| 1.94457507 | 1 | |
| 2.17874694 | 1 | |
| 2.29397798 | 1 | |
| 2.33303523 | 1 | |
| 2.34442639 | 1 |
| Value | Count | Frequency (%) |
| 16.1985054 | 1 | |
| 15.80998898 | 1 | |
| 15.59872866 | 1 | |
| 14.93981457 | 1 | |
| 13.28134346 | 1 | |
| 13.09527493 | 1 | |
| 11.97570647 | 1 | |
| 11.60574395 | 1 | |
| 11.58839989 | 1 | |
| 11.31298637 | 1 |
| Distinct | 234 |
|---|---|
| Distinct (%) | 99.2% |
| Missing | 30 |
| Missing (%) | 11.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.202179924 |
| Minimum | 1.26357603 |
|---|---|
| Maximum | 16.17543411 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 1.26357603 |
|---|---|
| 5-th percentile | 2.624964597 |
| Q1 | 4.27428281 |
| median | 5.502273594 |
| Q3 | 7.911022665 |
| 95-th percentile | 10.68755698 |
| Maximum | 16.17543411 |
| Range | 14.91185808 |
| Interquartile range (IQR) | 3.636739855 |
Descriptive statistics
| Standard deviation | 2.703516655 |
|---|---|
| Coefficient of variation (CV) | 0.4358978114 |
| Kurtosis | 0.9715227179 |
| Mean | 6.202179924 |
| Median Absolute Deviation (MAD) | 1.646768249 |
| Skewness | 0.9122344078 |
| Sum | 1463.714462 |
| Variance | 7.309002305 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.525332998 | 2 | 0.8% |
| 5.227571622 | 2 | 0.8% |
| 5.24640608 | 1 | 0.4% |
| 4.27675056 | 1 | 0.4% |
| 8.47898579 | 1 | 0.4% |
| 3.45786357 | 1 | 0.4% |
| 15.60040525 | 1 | 0.4% |
| 9.26659298 | 1 | 0.4% |
| 4.30732203 | 1 | 0.4% |
| 3.35984278 | 1 | 0.4% |
| Other values (224) | 224 | |
| (Missing) | 30 | 11.3% |
| Value | Count | Frequency (%) |
| 1.26357603 | 1 | |
| 1.74822152 | 1 | |
| 1.85097218 | 1 | |
| 1.90971029 | 1 | |
| 2.07637596 | 1 | |
| 2.23475242 | 1 | |
| 2.33311439 | 1 | |
| 2.35939932 | 1 | |
| 2.39574957 | 1 | |
| 2.41021132 | 1 |
| Value | Count | Frequency (%) |
| 16.17543411 | 1 | |
| 15.60040525 | 1 | |
| 15.32846642 | 1 | |
| 14.78048515 | 1 | |
| 12.2770977 | 1 | |
| 12.12378943 | 1 | |
| 11.73879906 | 1 | |
| 11.71414207 | 1 | |
| 11.58289433 | 1 | |
| 11.29740047 | 1 |
| Distinct | 232 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 31 |
| Missing (%) | 11.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.322040044 |
| Minimum | 1.87566769 |
|---|---|
| Maximum | 18.60474205 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 1.87566769 |
|---|---|
| 5-th percentile | 2.810981274 |
| Q1 | 4.389048575 |
| median | 5.57465124 |
| Q3 | 7.95701885 |
| 95-th percentile | 11.12347317 |
| Maximum | 18.60474205 |
| Range | 16.72907436 |
| Interquartile range (IQR) | 3.567970275 |
Descriptive statistics
| Standard deviation | 2.759167299 |
|---|---|
| Coefficient of variation (CV) | 0.4364362263 |
| Kurtosis | 1.824809634 |
| Mean | 6.322040044 |
| Median Absolute Deviation (MAD) | 1.60714412 |
| Skewness | 1.103190236 |
| Sum | 1485.67941 |
| Variance | 7.613004186 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.30102261 | 2 | 0.8% |
| 3.627460484 | 2 | 0.8% |
| 5.179719303 | 2 | 0.8% |
| 8.92953396 | 1 | 0.4% |
| 2.86799884 | 1 | 0.4% |
| 4.68303633 | 1 | 0.4% |
| 11.57910728 | 1 | 0.4% |
| 3.51275206 | 1 | 0.4% |
| 15.50360617 | 1 | 0.4% |
| 9.06448746 | 1 | 0.4% |
| Other values (222) | 222 | |
| (Missing) | 31 | 11.7% |
| Value | Count | Frequency (%) |
| 1.87566769 | 1 | |
| 1.898314 | 1 | |
| 1.94347048 | 1 | |
| 2.07620168 | 1 | |
| 2.14983034 | 1 | |
| 2.39984989 | 1 | |
| 2.48789287 | 1 | |
| 2.6028018 | 1 | |
| 2.65446854 | 1 | |
| 2.66286707 | 1 |
| Value | Count | Frequency (%) |
| 18.60474205 | 1 | |
| 16.06451797 | 1 | |
| 15.50360617 | 1 | |
| 15.13492775 | 1 | |
| 12.15176378 | 1 | |
| 12.13848686 | 1 | |
| 12.06837177 | 1 | |
| 11.74759951 | 1 | |
| 11.74238848 | 1 | |
| 11.57910728 | 1 |
| Distinct | 232 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 31 |
| Missing (%) | 11.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.374193334 |
| Minimum | 1.91436803 |
|---|---|
| Maximum | 19.72741699 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 1.91436803 |
|---|---|
| 5-th percentile | 2.880163814 |
| Q1 | 4.445872978 |
| median | 5.50347328 |
| Q3 | 7.90582943 |
| 95-th percentile | 11.17842942 |
| Maximum | 19.72741699 |
| Range | 17.81304896 |
| Interquartile range (IQR) | 3.459956452 |
Descriptive statistics
| Standard deviation | 2.824082791 |
|---|---|
| Coefficient of variation (CV) | 0.4430494406 |
| Kurtosis | 2.791502943 |
| Mean | 6.374193334 |
| Median Absolute Deviation (MAD) | 1.55591869 |
| Skewness | 1.325955986 |
| Sum | 1497.935434 |
| Variance | 7.97544361 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.617810285 | 2 | 0.8% |
| 3.535599256 | 2 | 0.8% |
| 4.941571881 | 2 | 0.8% |
| 9.34493351 | 1 | 0.4% |
| 3.46724391 | 1 | 0.4% |
| 5.49399614 | 1 | 0.4% |
| 9.71205044 | 1 | 0.4% |
| 3.71036983 | 1 | 0.4% |
| 15.69246598 | 1 | 0.4% |
| 8.40890884 | 1 | 0.4% |
| Other values (222) | 222 | |
| (Missing) | 31 | 11.7% |
| Value | Count | Frequency (%) |
| 1.91436803 | 1 | |
| 1.97311711 | 1 | |
| 2.0869267 | 1 | |
| 2.19292378 | 1 | |
| 2.29845548 | 1 | |
| 2.42293572 | 1 | |
| 2.43412852 | 1 | |
| 2.53282118 | 1 | |
| 2.65588379 | 1 | |
| 2.66743827 | 1 |
| Value | Count | Frequency (%) |
| 19.72741699 | 1 | |
| 16.86151695 | 1 | |
| 16.25333214 | 1 | |
| 15.69246598 | 1 | |
| 14.93682289 | 1 | |
| 12.30951058 | 1 | |
| 12.1412344 | 1 | |
| 12.1215744 | 1 | |
| 11.89591335 | 1 | |
| 11.87826137 | 1 |
| Distinct | 232 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 31 |
| Missing (%) | 11.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.497063176 |
| Minimum | 1.81881714 |
|---|---|
| Maximum | 20.413414 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 1.81881714 |
|---|---|
| 5-th percentile | 2.977966973 |
| Q1 | 4.5851779 |
| median | 5.72277403 |
| Q3 | 7.823791511 |
| 95-th percentile | 11.43853893 |
| Maximum | 20.413414 |
| Range | 18.59459686 |
| Interquartile range (IQR) | 3.238613611 |
Descriptive statistics
| Standard deviation | 2.895901574 |
|---|---|
| Coefficient of variation (CV) | 0.445724706 |
| Kurtosis | 3.250199839 |
| Mean | 6.497063176 |
| Median Absolute Deviation (MAD) | 1.578816816 |
| Skewness | 1.452322407 |
| Sum | 1526.809846 |
| Variance | 8.386245928 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6.029782172 | 2 | 0.8% |
| 3.515183637 | 2 | 0.8% |
| 5.185563731 | 2 | 0.8% |
| 10.13146877 | 1 | 0.4% |
| 3.67363763 | 1 | 0.4% |
| 5.6999588 | 1 | 0.4% |
| 9.33334064 | 1 | 0.4% |
| 3.81819606 | 1 | 0.4% |
| 16.06872415 | 1 | 0.4% |
| 9.98109627 | 1 | 0.4% |
| Other values (222) | 222 | |
| (Missing) | 31 | 11.7% |
| Value | Count | Frequency (%) |
| 1.81881714 | 1 | |
| 2.02846766 | 1 | |
| 2.38708901 | 1 | |
| 2.45366454 | 1 | |
| 2.45668483 | 1 | |
| 2.60579491 | 1 | |
| 2.63947296 | 1 | |
| 2.6574378 | 1 | |
| 2.68711925 | 1 | |
| 2.90741682 | 1 |
| Value | Count | Frequency (%) |
| 20.413414 | 1 | |
| 17.03569794 | 1 | |
| 16.69959259 | 1 | |
| 16.52407265 | 1 | |
| 16.06872415 | 1 | |
| 13.73628521 | 1 | |
| 12.81401348 | 1 | |
| 12.68908069 | 1 | |
| 12.45648766 | 1 | |
| 12.28357623 | 1 |
| Distinct | 231 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 32 |
| Missing (%) | 12.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.520121579 |
| Minimum | 1.62753129 |
|---|---|
| Maximum | 17.37360954 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 1.62753129 |
|---|---|
| 5-th percentile | 3.070235883 |
| Q1 | 4.521999715 |
| median | 5.799311145 |
| Q3 | 7.891714327 |
| 95-th percentile | 11.59306044 |
| Maximum | 17.37360954 |
| Range | 15.74607825 |
| Interquartile range (IQR) | 3.369714612 |
Descriptive statistics
| Standard deviation | 2.838601249 |
|---|---|
| Coefficient of variation (CV) | 0.4353601715 |
| Kurtosis | 1.903970313 |
| Mean | 6.520121579 |
| Median Absolute Deviation (MAD) | 1.629672268 |
| Skewness | 1.213559265 |
| Sum | 1525.708449 |
| Variance | 8.05765705 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.156831507 | 2 | 0.8% |
| 3.455933584 | 2 | 0.8% |
| 6.475609021 | 2 | 0.8% |
| 4.91194296 | 1 | 0.4% |
| 5.42379808 | 1 | 0.4% |
| 5.70678568 | 1 | 0.4% |
| 10.87966633 | 1 | 0.4% |
| 3.68569684 | 1 | 0.4% |
| 16.40556409 | 1 | 0.4% |
| 9.3223238 | 1 | 0.4% |
| Other values (221) | 221 | |
| (Missing) | 32 | 12.0% |
| Value | Count | Frequency (%) |
| 1.62753129 | 1 | |
| 2.33063054 | 1 | |
| 2.36087489 | 1 | |
| 2.47291207 | 1 | |
| 2.54828691 | 1 | |
| 2.71314907 | 1 | |
| 2.7274003 | 1 | |
| 2.73950028 | 1 | |
| 2.79067516 | 1 | |
| 2.89286923 | 1 |
| Value | Count | Frequency (%) |
| 17.37360954 | 1 | |
| 16.84432411 | 1 | |
| 16.5259552 | 1 | |
| 16.40556409 | 1 | |
| 15.60996437 | 1 | |
| 13.13922405 | 1 | |
| 12.85430928 | 1 | |
| 12.45483724 | 1 | |
| 12.41449163 | 1 | |
| 12.2177515 | 1 |
| Distinct | 232 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 31 |
| Missing (%) | 11.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.480720984 |
| Minimum | 1.64274836 |
|---|---|
| Maximum | 16.80583572 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 1.64274836 |
|---|---|
| 5-th percentile | 2.903608534 |
| Q1 | 4.559128478 |
| median | 6.02940798 |
| Q3 | 8.035410431 |
| 95-th percentile | 11.50539865 |
| Maximum | 16.80583572 |
| Range | 15.16308736 |
| Interquartile range (IQR) | 3.476281953 |
Descriptive statistics
| Standard deviation | 2.783426461 |
|---|---|
| Coefficient of variation (CV) | 0.4294933339 |
| Kurtosis | 1.529169832 |
| Mean | 6.480720984 |
| Median Absolute Deviation (MAD) | 1.716280495 |
| Skewness | 1.071767806 |
| Sum | 1522.969431 |
| Variance | 7.747462865 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6.639374768 | 2 | 0.8% |
| 2.991484267 | 2 | 0.8% |
| 5.175607788 | 2 | 0.8% |
| 10.31589031 | 1 | 0.4% |
| 3.33722878 | 1 | 0.4% |
| 5.80943251 | 1 | 0.4% |
| 10.88755989 | 1 | 0.4% |
| 3.70413661 | 1 | 0.4% |
| 16.34119113 | 1 | 0.4% |
| 8.72573948 | 1 | 0.4% |
| Other values (222) | 222 | |
| (Missing) | 31 | 11.7% |
| Value | Count | Frequency (%) |
| 1.64274836 | 1 | |
| 2.22970963 | 1 | |
| 2.27036428 | 1 | |
| 2.43180156 | 1 | |
| 2.46476841 | 1 | |
| 2.51812744 | 1 | |
| 2.52606821 | 1 | |
| 2.61910868 | 1 | |
| 2.7629149 | 1 | |
| 2.78068829 | 1 |
| Value | Count | Frequency (%) |
| 16.80583572 | 1 | |
| 16.77852631 | 1 | |
| 16.34119113 | 1 | |
| 16.07778358 | 1 | |
| 12.81313865 | 1 | |
| 12.62081718 | 1 | |
| 12.41220174 | 1 | |
| 12.37050915 | 1 | |
| 12.21438789 | 1 | |
| 12.04422569 | 1 |
| Distinct | 232 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 31 |
| Missing (%) | 11.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.458654952 |
| Minimum | 1.59628761 |
|---|---|
| Maximum | 19.03600502 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 1.59628761 |
|---|---|
| 5-th percentile | 2.852662969 |
| Q1 | 4.42605114 |
| median | 5.86705875 |
| Q3 | 8.0253129 |
| 95-th percentile | 11.24520912 |
| Maximum | 19.03600502 |
| Range | 17.43971741 |
| Interquartile range (IQR) | 3.59926176 |
Descriptive statistics
| Standard deviation | 2.855404553 |
|---|---|
| Coefficient of variation (CV) | 0.4421051402 |
| Kurtosis | 2.278690585 |
| Mean | 6.458654952 |
| Median Absolute Deviation (MAD) | 1.73884773 |
| Skewness | 1.19406105 |
| Sum | 1517.783914 |
| Variance | 8.153335161 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6.215634135 | 2 | 0.8% |
| 3.045230092 | 2 | 0.8% |
| 5.006717315 | 2 | 0.8% |
| 10.02394581 | 1 | 0.4% |
| 3.57909012 | 1 | 0.4% |
| 5.86705875 | 1 | 0.4% |
| 9.82898998 | 1 | 0.4% |
| 3.74833083 | 1 | 0.4% |
| 16.23287633 | 1 | 0.4% |
| 8.31428051 | 1 | 0.4% |
| Other values (222) | 222 | |
| (Missing) | 31 | 11.7% |
| Value | Count | Frequency (%) |
| 1.59628761 | 1 | |
| 1.93649173 | 1 | |
| 2.24630332 | 1 | |
| 2.26254249 | 1 | |
| 2.26630354 | 1 | |
| 2.41289377 | 1 | |
| 2.50416446 | 1 | |
| 2.50803041 | 1 | |
| 2.54010224 | 1 | |
| 2.62514997 | 1 |
| Value | Count | Frequency (%) |
| 19.03600502 | 1 | |
| 17.00218964 | 1 | |
| 16.68710518 | 1 | |
| 16.23287633 | 1 | |
| 14.12674332 | 1 | |
| 12.76358606 | 1 | |
| 12.34088849 | 1 | |
| 12.33962255 | 1 | |
| 11.70362568 | 1 | |
| 11.6983633 | 1 |
| Distinct | 231 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 32 |
| Missing (%) | 12.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.526422063 |
| Minimum | 1.5251174 |
|---|---|
| Maximum | 23.96181297 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 1.5251174 |
|---|---|
| 5-th percentile | 2.908636264 |
| Q1 | 4.463253977 |
| median | 5.85816437 |
| Q3 | 7.942348989 |
| 95-th percentile | 11.33699355 |
| Maximum | 23.96181297 |
| Range | 22.43669557 |
| Interquartile range (IQR) | 3.479095011 |
Descriptive statistics
| Standard deviation | 2.98683821 |
|---|---|
| Coefficient of variation (CV) | 0.4576532411 |
| Kurtosis | 5.207501994 |
| Mean | 6.526422063 |
| Median Absolute Deviation (MAD) | 1.76597934 |
| Skewness | 1.594200266 |
| Sum | 1527.182763 |
| Variance | 8.92120249 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.70433428 | 2 | 0.8% |
| 3.098081414 | 2 | 0.8% |
| 4.945281684 | 2 | 0.8% |
| 10.52134705 | 1 | 0.4% |
| 3.30329728 | 1 | 0.4% |
| 6.19943714 | 1 | 0.4% |
| 7.39341164 | 1 | 0.4% |
| 3.82514191 | 1 | 0.4% |
| 16.3218797 | 1 | 0.4% |
| 8.49700546 | 1 | 0.4% |
| Other values (221) | 221 | |
| (Missing) | 32 | 12.0% |
| Value | Count | Frequency (%) |
| 1.5251174 | 1 | |
| 1.79826784 | 1 | |
| 2.08331084 | 1 | |
| 2.16031361 | 1 | |
| 2.30036092 | 1 | |
| 2.38842916 | 1 | |
| 2.48357606 | 1 | |
| 2.53335953 | 1 | |
| 2.59852362 | 1 | |
| 2.76836205 | 1 |
| Value | Count | Frequency (%) |
| 23.96181297 | 1 | |
| 16.76706314 | 1 | |
| 16.34140015 | 1 | |
| 16.3218797 | 1 | |
| 15.15048885 | 1 | |
| 13.24220181 | 1 | |
| 12.96038486 | 1 | |
| 12.53420741 | 1 | |
| 12.53246813 | 1 | |
| 11.69724941 | 1 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Country Name | Country Code | 1960 | 1961 | 1962 | 1963 | 1964 | 1965 | 1966 | 1967 | 1968 | 1969 | 1970 | 1971 | 1972 | 1973 | 1974 | 1975 | 1976 | 1977 | 1978 | 1979 | 1980 | 1981 | 1982 | 1983 | 1984 | 1985 | 1986 | 1987 | 1988 | 1989 | 1990 | 1991 | 1992 | 1993 | 1994 | 1995 | 1996 | 1997 | 1998 | 1999 | 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | 2020 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Aruba | ABW | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 1 | Africa Eastern and Southern | AFE | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 6.252428 | 6.390628 | 5.969417 | 6.635665 | 6.710734 | 6.528098 | 6.492506 | 6.468483 | 6.299643 | 6.886251 | 6.946352 | 6.792776 | 6.573128 | 6.542389 | 6.132938 | 6.328395 | 6.235435 | 6.149074 | 6.202238 | 6.204934 | NaN |
| 2 | Afghanistan | AFG | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 9.443390 | 8.941258 | 9.808474 | 9.948290 | 10.622766 | 9.904675 | 10.256495 | 9.818487 | 8.569672 | 8.561907 | 7.897176 | 8.805941 | 9.528871 | 10.105348 | 11.818562 | 12.620817 | 14.126743 | 13.242202 | NaN |
| 3 | Africa Western and Central | AFW | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 3.771294 | 3.770255 | 3.387612 | 4.681102 | 4.481883 | 4.277284 | 4.139621 | 3.908506 | 3.731710 | 3.786901 | 3.521775 | 3.550731 | 3.505063 | 3.621935 | 3.614794 | 3.834685 | 3.811253 | 3.789631 | 3.393161 | 3.366044 | NaN |
| 4 | Angola | AGO | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.908599 | 4.483516 | 3.329461 | 3.547973 | 3.967201 | 2.852197 | 2.685537 | 2.974388 | 3.322905 | 3.842609 | 2.695100 | 2.645608 | 2.395750 | 2.732828 | 2.434129 | 2.605795 | 2.713149 | 2.791503 | 2.540102 | 2.533360 | NaN |
| 5 | Albania | ALB | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 7.233370 | 7.139524 | 6.909341 | 7.063490 | 6.773372 | 6.335542 | 6.009277 | 6.316834 | 5.139062 | 4.602225 | 4.745796 | 4.795341 | 5.055265 | 5.385611 | 5.503473 | 4.896312 | 4.916017 | 5.012636 | 5.232072 | NaN | NaN |
| 6 | Andorra | AND | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 5.960511 | 5.865939 | 6.098399 | 5.639918 | 5.381253 | 5.739886 | 5.064504 | 5.028323 | 5.785686 | 6.239577 | 6.580060 | 6.086336 | 6.126280 | 6.155028 | 6.131505 | 6.283535 | 6.305263 | 6.589455 | 6.751625 | 6.711585 | NaN |
| 7 | Arab World | ARB | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 4.000923 | 4.284498 | 4.266429 | 4.146222 | 3.831061 | 3.512280 | 3.483643 | 3.583768 | 3.409018 | 4.297022 | 3.899507 | 3.893077 | 3.970690 | 4.218329 | 4.550951 | 5.073465 | 5.044954 | 5.280795 | 5.043366 | 5.083742 | NaN |
| 8 | United Arab Emirates | ARE | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2.374135 | 2.484370 | 2.717709 | 2.646344 | 2.462044 | 2.320197 | 2.325414 | 2.565696 | 2.928478 | 4.049994 | 3.878745 | 3.670073 | 3.425204 | 3.592995 | 3.630209 | 3.583594 | 3.466015 | 4.059595 | 4.145457 | 4.275049 | NaN |
| 9 | Argentina | ARG | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 8.220010 | 8.371798 | 7.393312 | 6.894516 | 7.228683 | 7.610789 | 7.640328 | 7.834551 | 8.182669 | 9.455988 | 9.445470 | 9.418216 | 9.827282 | 9.780973 | 9.671291 | 10.229339 | 9.001897 | 10.442255 | 9.666465 | 9.510071 | NaN |
Last rows
| Country Name | Country Code | 1960 | 1961 | 1962 | 1963 | 1964 | 1965 | 1966 | 1967 | 1968 | 1969 | 1970 | 1971 | 1972 | 1973 | 1974 | 1975 | 1976 | 1977 | 1978 | 1979 | 1980 | 1981 | 1982 | 1983 | 1984 | 1985 | 1986 | 1987 | 1988 | 1989 | 1990 | 1991 | 1992 | 1993 | 1994 | 1995 | 1996 | 1997 | 1998 | 1999 | 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | 2020 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 256 | Virgin Islands (U.S.) | VIR | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 257 | Vietnam | VNM | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 3.819158 | 4.511307 | 3.599675 | 3.666194 | 3.799203 | 4.013875 | 4.246596 | 4.302358 | 4.054258 | 4.169063 | 4.699274 | 4.612852 | 5.001782 | 5.075562 | 4.612755 | 4.565437 | 4.518536 | 4.712834 | 5.034489 | 5.249656 | NaN |
| 258 | Vanuatu | VUT | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 3.312522 | 3.393388 | 3.904378 | 3.506919 | 3.539915 | 3.305286 | 3.321756 | 3.107856 | 3.138102 | 3.251979 | 3.526561 | 3.598194 | 3.935628 | 4.392345 | 3.646688 | 4.321683 | 2.931301 | 2.762915 | 3.346379 | 3.360347 | NaN |
| 259 | World | WLD | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 8.630177 | 9.026640 | 9.370108 | 9.517603 | 9.418870 | 9.338337 | 9.258498 | 9.099392 | 9.092155 | 9.824339 | 9.492446 | 9.380707 | 9.389570 | 9.366266 | 9.450421 | 9.742885 | 9.877898 | 9.782399 | 9.722788 | 9.844515 | NaN |
| 260 | Samoa | WSM | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 4.396608 | 3.933475 | 4.640519 | 4.285870 | 4.648935 | 4.762528 | 5.018382 | 4.871751 | 4.657481 | 5.266531 | 5.291891 | 5.440127 | 5.079440 | 6.449572 | 6.607532 | 5.787550 | 5.425002 | 5.567507 | 5.471911 | 6.363094 | NaN |
| 261 | Kosovo | XKX | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 262 | Yemen, Rep. | YEM | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 4.666065 | 4.945151 | 4.832372 | 5.757578 | 5.514405 | 5.205854 | 5.529299 | 5.820770 | 5.761911 | 5.986204 | 5.159331 | 4.769531 | 5.195936 | 4.960832 | 4.841805 | 4.252858 | NaN | NaN | NaN | NaN | NaN |
| 263 | South Africa | ZAF | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 8.164721 | 7.939017 | 7.464463 | 7.915304 | 7.764534 | 7.689974 | 7.692216 | 7.681384 | 7.880248 | 8.523502 | 8.665970 | 8.741462 | 8.773108 | 8.855524 | 8.550915 | 8.790190 | 8.821429 | 8.722624 | 8.858297 | 9.109355 | NaN |
| 264 | Zambia | ZMB | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 7.152371 | 6.552485 | 6.794035 | 7.189994 | 7.049950 | 6.863322 | 5.873673 | 4.352650 | 4.012075 | 4.426805 | 3.719296 | 3.460532 | 3.930529 | 4.690910 | 3.829242 | 4.435102 | 4.477207 | 4.376977 | 5.032715 | 5.312203 | NaN |
| 265 | Zimbabwe | ZWE | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 10.475839 | 8.081738 | 6.918354 | 7.110148 | 8.133525 | 7.452066 | 7.675163 | 7.469752 | 8.680062 | 7.703565 | NaN |